Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9940863 0.9503484 0.6901414
bt 0.7935395 0.4720093 0.1784884
maxnet 0.8017131 0.5025552 NA
gam 0.8196187 0.4940767 0.2391474
glm 0.7481707 0.4545877 0.1478954

Variable Importance

Partial Dependence